Publications 2024

Contributions to Books / Journals

Journal Article (Original Paper)

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  Muschinski, Thomas; Mayr, Georg J.; Simon, Thorsten; Umlauf, Nikolaus; Zeileis, Achim (2024): Cholesky-based multivariate Gaussian regression.
  In: Econometrics and Statistics 29, pp. 261 - 281. (DOI) (Web link)
  
  
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  Stucke, Isabell; Morgenstern, Deborah; Zeileis, Achim; Mayr, Georg J.; Simon, Thorsten; Diendorfer, Gerhard; Schulz, Wolfgang; Pichler, Hannes (2024): Diagnosing upward lightning from tall objects from meteorological thunderstorm environments.
  In: Electric power systems research 229, No. 110199. (DOI) (Web link)
  
  

Proceedings Article (Abstract)

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  Fix, F.; Mayr, G.; Stucke, I.; Zeileis, A. (2024): Looking under the Lid: Understanding the Influence of Atmospheric Deserts on Heat Wave and Thunderstorm Formation.
  In: EGUsphere: EGU - General Assembly 2024 - Book of Abstracts. Vienna, Austria & Online | 14–19 April 2024. Göttingen: Copernicus., No. EGU24-8999. (DOI) (Web link)
  
  

Publications 2023

Contributions to Books / Journals

Journal Article (Original Paper)

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  Morgenstern, D.; Stucke, I.; Mayr, G. J.; Zeileis, A.; Simon, T. (2023): Thunderstorm environments in Europe.
  In: Weather and Climate Dynamics 4/2, pp. 489 - 509. (DOI) (Web link)
  
  
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  Muschinski, Thomas; Mayr, Georg; Zeileis, Achim; Simon, Thorsten (2023): Robust Weather-Adaptive Postprocessing Using Model Output Statistics Random Forests.
  In: Nonlinear Processes in Geophysics 30/4, pp. 503 - 514. (DOI) (Web link)
  
  
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  Simon, T.; Mayr, G.; Morgenstern, D.; Umlauf, N.; Zeileis, A. (2023): Amplification of annual and diurnal cycles of alpine lightning.
  In: Climate Dynamics 61/9-10, pp. 4125 - 4137. (DOI) (Web link)
  
  
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  Stucke, Isabell; Morgenstern, Deborah; Diendorfer, Gerhard; Mayr, Georg J.; Pichler, Hannes; Schulz, Wolfgang; Simon, Thorsten; Zeileis, Achim (2023): Upward Lightning at the Gaisberg Tower: The Larger-Scale Meteorological Influence on the Triggering Mode and Flash Type.
  In: Journal of Geophysical Research: Atmospheres 128/10, No. e2022JD0377776. (DOI) (Web link)
  
  

Journal Article (Discussion-/Working Paper)

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  Morgenstern, Deborah; Stucke, Isabell; Mayr, Georg J.; Zeileis, Achim; Simon, Thorsten (2023): Thunderstorm Types in Europe.
  In: Weather and Climate Dynamic Discussions. (DOI) (Web link)
  
  

Proceedings Article (Abstract)

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  Ehrensperger, Gregor; Hell, Tobias; Mayr, Georg J.; Simon, Thorsten (2023): Evaluating the generalization ability of a deep learning model trained to detect cloud-to-ground lightning on raw ERA5 data.
  In: EGUsphere: EGU - General Assembly 2023 - Book of Abstracts. 23–28 April 2023, Wien. Göttingen: Copernicus., EGU23-15817. (DOI) (Web link)
  
  
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  Hell, Tobias; Ehrensperger, Gregor; Mayr, Georg J.; Simon, Thorsten (2023): Identifying Lightning Processes in ERA5 Soundings with Deep Learning.
  In: EGUsphere: EGU - General Assembly 2023 - Book of Abstracts. 23–28 April 2023, Wien. Göttingen: Copernicus., EGU23-16098. (DOI) (Web link)
  
  
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  Stauffer, Reto; Mayr, Georg J.; Zeileis, Achim (2023): Long-term foehn reconstruction combining unsupervised and supervised learning.
  In: Bergherr, Elisabeth; Groll, Andreas; Mayr, Andreas (Eds.): Proceedings of the 37th International Workshop on Statistical Modelling (IWS2023). 16.7. - 21.7.2023, Dortmund. Dortmund: Technische Universität Dortmund., ISBN 978-3-947323-42-5, pp. 628 - 631. (Web link)